model pruning

Efficient Distributed Inference of Deep Neural Networks via Restructuring and Pruning AAAI 2023 EfficientVLM: Fast and Accurate Vision-Language Models via Knowledge Distillation and Modal-adaptive Pruning ACL 2023 Fair Scratch Tickets: Finding Fair Sparse Networks Without Weight Training CVPR 2023 ForestPrune: Compact Depth-Pruned Tree Ensembles AISTATS 2023 Gradient-based Gradual Pruning for Language-Specific Multilingual Neural Machine Translation EMNLP 2023 Instant Soup: Cheap Pruning Ensembles in A Single Pass Can Draw Lottery Tickets from Large Models ICML 2023 Joint Edge-Model Sparse Learning is Provably Efficient for Graph Neural Networks ICLR 2023 Lottery Pools: Winning More by Interpolating Tickets without Increasing Training or Inference Cost AAAI 2023 Memory-efficient NLLB-200: Language-specific Expert Pruning of a Massively Multilingual Machine Translation Model ACL 2023 Not All Neighbors Matter: Point Distribution-Aware Pruning for 3D Point Cloud AAAI 2023 One Network, Many Masks: Towards More Parameter-Efficient Transfer Learning ACL 2023 Optimal Parameter and Neuron Pruning for Out-of-Distribution Detection NeurIPS 2023 Over-parameterized Model Optimization with Polyak-{\L}ojasiewicz Condition ICLR 2023 PruMUX: Augmenting Data Multiplexing with Model Compression ACL 2023 Pruning Parameterization With Bi-Level Optimization for Efficient Semantic Segmentation on the Edge CVPR 2023 Pruning Pre-trained Language Models Without Fine-Tuning ACL 2023 Pruning Pre-trained Language Models with Principled Importance and Self-regularization ACL 2023 Robust low-rank training via approximate orthonormal constraints NeurIPS 2023 Robustness Challenges in Model Distillation and Pruning for Natural Language Understanding EACL 2023 SparseGPT: Massive Language Models Can be Accurately Pruned in One-Shot ICML 2023 SparseVSR: Lightweight and Noise Robust Visual Speech Recognition Interspeech 2023 Structural Pruning for Diffusion Models NeurIPS 2023 Tiny Updater: Towards Efficient Neural Network-Driven Software Updating ICCV 2023 Towards Robust Pruning: An Adaptive Knowledge-Retention Pruning Strategy for Language Models EMNLP 2023 TrojText: Test-time Invisible Textual Trojan Insertion ICLR 2023